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30 Results
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Poster
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Wed 2:30 |
Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming Xinlei Niu · Christian Walder · Jing Zhang · Charles Martin |
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Poster
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Tue 4:30 |
PASOA- PArticle baSed Bayesian Optimal Adaptive design Jacopo Iollo · Christophe Heinkelé · Pierre Alliez · Florence Forbes |
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Poster
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Wed 2:30 |
Vanilla Bayesian Optimization Performs Great in High Dimensions Carl Hvarfner · Erik Hellsten · Luigi Nardi |
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Workshop
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Regression-Stratified Sampling for Optimized Algorithm Selection in Time-Constrained Tabular AutoML Mehdi Bahrami · So Hasegawa · Lei Liu · Wei-Peng Chen |
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Poster
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Thu 4:30 |
Joint Composite Latent Space Bayesian Optimization Natalie Maus · Zhiyuan Jerry Lin · Maximilian Balandat · Eytan Bakshy |
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Poster
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Wed 2:30 |
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior Shuyu Cheng · Yibo Miao · Yinpeng Dong · Xiao Yang · Xiao-Shan Gao · Jun Zhu |
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Poster
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Tue 2:30 |
An Iterative Min-Min Optimization Method for Sparse Bayesian Learning Yasen Wang · Junlin Li · Zuogong Yue · Ye Yuan |
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Workshop
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ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks Omer Ronen · Ahmed Imtiaz Humayun · Randall Balestriero · Richard Baraniuk · Bin Yu |
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Poster
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Wed 4:30 |
Principled Preferential Bayesian Optimization Wenjie Xu · Wenbin Wang · Yuning Jiang · Bratislav Svetozarevic · Colin Jones |
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Poster
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Wed 2:30 |
Bayesian Optimization of Function Networks with Partial Evaluations Poompol Buathong · Jiayue Wan · Raul Astudillo · Samuel Daulton · Maximilian Balandat · Peter Frazier |
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Poster
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Wed 4:30 |
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? Agustinus Kristiadi · Felix Strieth-Kalthoff · Marta Skreta · Pascal Poupart · Alan Aspuru-Guzik · Geoff Pleiss |
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Poster
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Wed 2:30 |
MALIBO: Meta-learning for Likelihood-free Bayesian Optimization Jiarong Pan · Stefan Falkner · Felix Berkenkamp · Joaquin Vanschoren |